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Instagram Hashtag Scraper

Pricing

$2.30 / 1,000 results

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Instagram Hashtag Scraper

Instagram Hashtag Scraper

Try for free

Scrape Instagram posts and reels by hashtags. Just add one or more hashtags and extract captions, locations, likes, plays, shares, comments count, images, timestamps, audio, and other hashtags. Export scraped hashtags, run the scraper via API, schedule and monitor runs or integrate with other tools.

Pricing

$2.30 / 1,000 results

Rating

4.4

(39)

Developer

Apify

Apify

Maintained by Apify

Actor stats

381

Bookmarked

32K

Total users

1.8K

Monthly active users

2.3 days

Issues response

12 hours ago

Last modified

Categories

Social media

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🚀 New: keyword-as-hashtag discovery. You can now scrape reels and posts by keyword as well as hashtag. Try both to get a fuller picture of relevant content. Give it a go and leave a review!

What can Instagram Hashtag Scraper do?

Instagram Hashtag Scraper extracts posts and reels associated with one or multiple hashtags, beyond what the Instagram Hashtag API provides. Add one or a list of hashtags, and you can:

#️⃣ Fetch recent posts and carousels for each hashtag

🎥 Discover recent reels posted under those hashtags

📊 Get engagement metrics like likes, comment counts, shares, views, video length, and plays

🌐 Extract related hashtags to expand audience research and content strategy within a given topic

🧩 Extract metadata such as captions, timestamps, locations, latest comments, tagged users, music info

⬇️ Export your data in JSON, CSV, Excel, or XML

🦾 Access via API, webhooks, Node.js & Python SDKs, and automation tools

Use Instagram Hashtag Scraper to track trending content for topic research, marketing campaigns, or viral pattern analysis, as well as to support content planning, influencer research, competition tracking, UGC discovery, and brand monitoring.

What data can I scrape from Instagram hashtags?

Instagram Hashtag Scraper extracts key details from each post or reel:

🆔 Post/reel ID🔗 Post/reel URL🧑‍🎤 Owner username👤 Owner full name
❤️ Likes count💬 Comments count🔄 Shares count (for reels)👁️ Video views/play count (for reels)
#️⃣ Other hashtags📢 Mentions👥 Tagged users🧚 Child posts (other images from carousel)
📝 Caption🕒 Timestamp📍 Location name and location ID📌 Is post sponsored?
📽️ Video URL and video duration (if reel)🎶 Music info (artist, track, original audio)🖼️ Images URLs (thumbnails/carousels)📊 Media dimensions
🙋‍♀️ First comment (if keyword)💬 10 latest comments (if keyword)👍 Facebook likes count, Facebook play count (if keyword)🙈 Are comments disabled? (if keyword)

For #birdsofinstagram, the scraper extracted (50 posts):

  • a recent video post (31s)
  • 289 likes, 2,133 plays, 17 reshares
  • Full caption + 30+ hashtags
  • Video + image URLs
  • Creator info (username + profile ID)
  • Music info (artist + track used)

Tip: Need to do hashtag discovery first? You can first find valuable hashtags on your topic using 🔗 Instagram Search Scraper, and then drill down on each hashtag separately using this Instagram Hashtag Scraper. And if you want to extract all possible hashtags on a given topic and know their reach, use our 🔗 Instagram Related Hashtag Stats Scraper.

How to scrape Instagram hashtags?

  1. Create a free Apify account.
  2. Open Instagram Hashtag Scraper.
  3. Enter one or multiple hashtags (with or without #)
  4. Choose whether to scrape posts or reels containing this hashtag, and the number of results per hashtag.
  5. Click Save & Start.
  6. Download your dataset in JSON, CSV, Excel, or XML, or access it via API.

If you want step-by-step guidance, here’s a walkthrough video:

Tip: If you're primarily analyzing reel performance itself, use the 🎥 Instagram Reel Scraper for more detailed reel-level metrics. Post-performance? Go for the 🔗 Instagram Post Scraper.

How much will extracting Instagram hashtags cost?

Instagram Hashtag Scraper uses a pay-per-result (PPR) model. On the Free plan, it costs $2.60 per 1,000 results — which means your $5 free credit gets you almost 2,000 results.

Paid plans reduce the PPR rate and include more monthly credit. For example, on the Starter plan, the cost is $2.30 per 1,000 results, giving you up to ~17,000 results each month with included credit.

Check the Pricing tab for full cost tiers and discounts.

⬇️ Input

Add one or multiple hashtags, choose whether to scrape reels or posts, and add a number of results you expect per hashtag. You can paste them manually or use Bulk edit to add many at once. Alternatively, toggle the scrape by keyword instead of hashtag as well — to get slightly different results.

⬆️ Output

You’ll get a dataset containing all scraped posts and reels for the provided hashtags. The results appear in a dataset in the Storage tab. You can view them as a table, download in JSON, CSV, Excel, or XML, or use API endpoints.

📝 Extracted Instagram post with hashtag sample

[
    {
        "inputUrl": "https://www.instagram.com/explore/tags/birdsofinstagram",
        "id": "3760856117124658777",
        "type": "Image",
        "shortCode": "DQxPrZwkfZZ",
        "caption": "I love hiwcthe female Cardinal blends into her background...\n\n#northerncardinal #cardinals \n#birdsofinstagram #birdphotographyworld #birdwatching #bestbirdshots #birds_of_instagram #birdwatcher #birder #birdphotos #birds_perfection #birdcaptures #birdslovers #best_birds_of_instagram #lovebirdsofinstagram #yourbestbirds #birding_photography #birdsfreaks #birdwhisperer #birdpictures\n#seenbysteve5",
        "hashtags": [
            "northerncardinal",
            "cardinals",
            "birdsofinstagram",
            "birdphotographyworld",
            "birdwatching",
            "bestbirdshots",
            "birds_of_instagram",
            "birdwatcher",
            "birder",
            "birdphotos",
            "birds_perfection",
            "birdcaptures",
            "birdslovers",
            "best_birds_of_instagram",
            "lovebirdsofinstagram",
            "yourbestbirds",
            "birding_photography",
            "birdsfreaks",
            "birdwhisperer",
            "birdpictures",
            "seenbysteve5"
        ],
        "mentions": [],
        "url": "https://www.instagram.com/p/DQxPrZwkfZZ/",
        "commentsCount": 0,
        "firstComment": "",
        "latestComments": [],
        "dimensionsHeight": 957,
        "dimensionsWidth": 1438,
        "displayUrl": "https://scontent-vie1-1.cdninstagram.com/v/t51.82787-15/576519635_18067529375577522_6152989093991864333_n.webp?stp=dst-webp_s1080x1080&_nc_cat=108&ig_cache_key=Mzc2MDg1NjExNzEyNDY1ODc3Nw%3D%3D.3-ccb1-7&ccb=1-7&_nc_sid=58cdad&efg=eyJ2ZW5jb2RlX3RhZyI6InhwaWRzLjE0Mzh4OTU3LnNkci5DMyJ9&_nc_ohc=nmMgy1Cj3UwQ7kNvwERFFJ2&_nc_oc=AdmCrdnvazAP-MKx33f54eW8AeaVuVG3HTXEKrG5kQjL8_1P5Xvtlp7E5aqw42qDS-0&_nc_ad=z-m&_nc_cid=0&_nc_zt=23&_nc_ht=scontent-vie1-1.cdninstagram.com&_nc_gid=-UtSTlxOMr5yFjLmd9YLgQ&oh=00_AfgUh7w-5D2VsT-rfRpe_nT5SMqs20qs4agZUTaTg9flNQ&oe=6914337A",
        "images": [],
        "likesCount": 0,
        "timestamp": "2025-11-07T20:56:47.000Z",
        "childPosts": [],
        "locationName": "Cranberry Marsh, Ajax on",
        "locationId": "1916295438661954",
        "ownerFullName": "SeenbySteve - Steve Spracklin",
        "ownerUsername": "seenbysteve5",
        "ownerId": "47342785521",
        "productType": "feed",
        "isSponsored": true,
        "musicInfo": {
            "audio_canonical_id": "0",
            "audio_type": null,
            "music_info": null,
            "original_sound_info": null,
            "pinned_media_ids": null
        }
    },
    {
        "inputUrl": "https://www.instagram.com/explore/tags/birdsofinstagram",
        "id": "3760855386200204829",
        "type": "Image",
        "shortCode": "DQxPgxCE-Yd",
        "caption": "A Red-tailed Hawk soaring the skies.\n\n#bird #birdlife #best_birds_of_ig #birding #bird_captures #birds_watchers_daily #best_birds_planet #bird_perfection #your_best_birds #eye_spy_birds #nature #birdinginthewild #birdingdaily #yourbirdshots #birdsonearth #birdsextreme #wildlifephotography #nuts_about_birds #birdsimages #wildbirds #birdphotographyworld #birdphoto #birdphotography #birdsofig #YourShotPhotographer #birdwatching #birdsofinstagram #nikon #NikonCreators #hawk",
        "hashtags": [
            "bird",
            "birdlife",
            "best_birds_of_ig",
            "birding",
            "bird_captures",
            "birds_watchers_daily",
            "best_birds_planet",
            "bird_perfection",
            "your_best_birds",
            "eye_spy_birds",
            "nature",
            "birdinginthewild",
            "birdingdaily",
            "yourbirdshots",
            "birdsonearth",
            "birdsextreme",
            "wildlifephotography",
            "nuts_about_birds",
            "birdsimages",
            "wildbirds",
            "birdphotographyworld",
            "birdphoto",
            "birdphotography",
            "birdsofig",
            "YourShotPhotographer",
            "birdwatching",
            "birdsofinstagram",
            "nikon",
            "NikonCreators",
            "hawk"
        ],
        "mentions": [],
        "url": "https://www.instagram.com/p/DQxPgxCE-Yd/",
        "commentsCount": 0,
        "firstComment": "",
        "latestComments": [],
        "dimensionsHeight": 1440,
        "dimensionsWidth": 1440,
        "displayUrl": "https://scontent-vie1-1.cdninstagram.com/v/t51.82787-15/573374311_18044622827687246_5749601033694304650_n.jpg?stp=dst-jpg_e35_s1080x1080_tt6&_nc_cat=101&ig_cache_key=Mzc2MDg1NTM4NjIwMDIwNDgyOQ%3D%3D.3-ccb1-7&ccb=1-7&_nc_sid=58cdad&efg=eyJ2ZW5jb2RlX3RhZyI6InhwaWRzLjE0NDB4MTQ0MC5zZHIuQzMifQ%3D%3D&_nc_ohc=Fb_Ax1b9VSMQ7kNvwFvepV7&_nc_oc=AdlyAUo2X42AL9Nc31nNKi2Gj-FpuePPGaGkC_hvhkiGOwaq7e-pqXCUL8mzXLYRbHc&_nc_ad=z-m&_nc_cid=0&_nc_zt=23&_nc_ht=scontent-vie1-1.cdninstagram.com&_nc_gid=-UtSTlxOMr5yFjLmd9YLgQ&oh=00_AfioakKhonzlq2PTHoCcd5MWQa2K8SyP-BSdarW5sQ3-tA&oe=691437EA",
        "images": [],
        "likesCount": 0,
        "timestamp": "2025-11-07T20:55:20.000Z",
        "childPosts": [],
        "locationName": "Tres Rios Wetlands Nature Preserve",
        "locationId": "1023476558",
        "ownerFullName": "Martin Cornes",
        "ownerUsername": "aznatureman",
        "ownerId": "50555023245",
        "productType": "feed",
        "isSponsored": true,
        "musicInfo": {
            "audio_canonical_id": "0",
            "audio_type": null,
            "music_info": null,
            "original_sound_info": null,
            "pinned_media_ids": null
        }
    },
    {
        "inputUrl": "https://www.instagram.com/explore/tags/birdsofinstagram",
        "id": "3760855022226783928",
        "type": "Image",
        "shortCode": "DQxPbeDkj64",
        "caption": "Russet-backed Oropendola: Rio Quijos EcoLodge\n\n#ecuador #ecuadorbirds #birdsofecuador #birdingecuador #oropendola #bird #birdphotography #bird_brilliance #birds #birdsofinstagram #birds_of_instagram #raw_birds #feather_perfection #nuts_about_birds #your_best_birds #your_best_shots #nationalgeographic #audubonsociety #birder #liferbird #nikonbirdphotography #birdnerd",
        "hashtags": [
            "ecuador",
            "ecuadorbirds",
            "birdsofecuador",
            "birdingecuador",
            "oropendola",
            "bird",
            "birdphotography",
            "bird_brilliance",
            "birds",
            "birdsofinstagram",
            "birds_of_instagram",
            "raw_birds",
            "feather_perfection",
            "nuts_about_birds",
            "your_best_birds",
            "your_best_shots",
            "nationalgeographic",
            "audubonsociety",
            "birder",
            "liferbird",
            "nikonbirdphotography",
            "birdnerd"
        ],
        "mentions": [],
        "url": "https://www.instagram.com/p/DQxPbeDkj64/",
        "commentsCount": 0,
        "firstComment": "",
        "latestComments": [],
        "dimensionsHeight": 1440,
        "dimensionsWidth": 1440,
        "displayUrl": "https://scontent-vie1-1.cdninstagram.com/v/t51.82787-15/573590862_17979711803922046_4592466854040538930_n.jpg?stp=dst-jpg_e35_s1080x1080_tt6&_nc_cat=102&ig_cache_key=Mzc2MDg1NTAyMjIyNjc4MzkyOA%3D%3D.3-ccb1-7&ccb=1-7&_nc_sid=58cdad&efg=eyJ2ZW5jb2RlX3RhZyI6InhwaWRzLjE0NDB4MTQ0MC5zZHIuQzMifQ%3D%3D&_nc_ohc=R6GiVSfbxa4Q7kNvwEhmYIh&_nc_oc=AdnbnDcQm815FGl6D8vqF_xfQzMtp831R27hGmPx-NdbeSFTRFxCrZ_9ZvFfab60Oq0&_nc_ad=z-m&_nc_cid=0&_nc_zt=23&_nc_ht=scontent-vie1-1.cdninstagram.com&_nc_gid=-UtSTlxOMr5yFjLmd9YLgQ&oh=00_AfguHDoWxyIW8c-w-JwOQNYbuoVdEZjML3VMQr5LpNQE9g&oe=69143D9E",
        "images": [],
        "likesCount": 2,
        "timestamp": "2025-11-07T20:54:37.000Z",
        "childPosts": [],
        "locationName": "RíoQuijos EcoLodge & Reserve",
        "locationId": "497564928",
        "ownerFullName": "Eric Bingham",
        "ownerUsername": "birding_with_bingham",
        "ownerId": "57636322045",
        "productType": "feed",
        "isSponsored": true,
        "musicInfo": {
            "audio_canonical_id": "0",
            "audio_type": null,
            "music_info": null,
            "original_sound_info": null,
            "pinned_media_ids": null
        }
    }
]

🎞️ Extracted Instagram reel with hashtag sample

[
    {
        "inputUrl": "https://www.instagram.com/explore/tags/birdsofinstagram",
        "id": "3759894870669155149",
        "type": "Video",
        "shortCode": "DQt1HbPDFtN",
        "caption": "BORB Invasion! 🛸 👽 \n\n#invasion #worlddomination #wecomeinpeace #run #closeup #funnypets #thatface #adorableanimals #cuteanimals #bird #birds #birdsofinstagram #birb #birbs #birbsofinstagram #cockatiel #cockatiels #cockatielsofinstagram #parrot #parrots #parrotsofinstagram #pet #pets #petsofinstagram #animal #animals #animalsofinstagram #cutepets #adorableanimals #petlife #birdlife",
        "hashtags": [
            "invasion",
            "worlddomination",
            "wecomeinpeace",
            "run",
            "closeup",
            "funnypets",
            "thatface",
            "adorableanimals",
            "cuteanimals",
            "bird",
            "birds",
            "birdsofinstagram",
            "birb",
            "birbs",
            "birbsofinstagram",
            "cockatiel",
            "cockatiels",
            "cockatielsofinstagram",
            "parrot",
            "parrots",
            "parrotsofinstagram",
            "pet",
            "pets",
            "petsofinstagram",
            "animal",
            "animals",
            "animalsofinstagram",
            "cutepets",
            "petlife",
            "birdlife"
        ],
        "mentions": [],
        "url": "https://www.instagram.com/p/DQt1HbPDFtN/",
        "commentsCount": 40,
        "firstComment": "",
        "latestComments": [],
        "dimensionsHeight": 1912,
        "dimensionsWidth": 1076,
        "displayUrl": "https://scontent-vie1-1.cdninstagram.com/v/t51.71878-15/573060133_1506255447158753_815656453435812223_n.jpg?stp=dst-jpegr_e15_p360x360_tt6&_nc_cat=105&ig_cache_key=Mzc1OTg5NDg3MDY2OTE1NTE0OTgyODUxMDQ5OTcyMzA0NA%3D%3D.3-ccb1-7&ccb=1-7&_nc_sid=58cdad&efg=eyJ2ZW5jb2RlX3RhZyI6InhwaWRzLjY0MHgxMTM2Lmhkci5DMyJ9&_nc_ohc=s8_uglaRUJMQ7kNvwGpuBm7&_nc_oc=Adnh1ZNSYz-BWKmOYHXf18ZFfiStavaL-LTUmZlNEtG8SgiYv4dimexaBkeC7f7Q3A8jEFBLCFaVkQu3NxUYFgeP&_nc_ad=z-m&_nc_cid=0&_nc_zt=23&se=-1&_nc_ht=scontent-vie1-1.cdninstagram.com&_nc_gid=aETaUBj1ZF4IKKGEXkxrJw&oh=00_AfhgRKUSaTn8X84Be4gD0G6X2u19zbRV50QbceJc0Ysa4A&oe=69139C40",
        "images": [],
        "videoUrl": "https://scontent-vie1-1.cdninstagram.com/o1/v/t2/f2/m86/AQOnGiP1u7sFq4-FUQXIc8MzYqUf-8RqOE2tvu6kmLELEWEtEcKULAKfaKuBiumupNL558MHqcESHP39h22W1mfUwkvMArkNONnxCUc.mp4?_nc_cat=106&_nc_sid=5e9851&_nc_ht=scontent-vie1-1.cdninstagram.com&_nc_ohc=j9hSJjiCN5QQ7kNvwGAg26K&efg=eyJ2ZW5jb2RlX3RhZyI6Inhwdl9wcm9ncmVzc2l2ZS5JTlNUQUdSQU0uQ0xJUFMuQzMuNzIwLmRhc2hfYmFzZWxpbmVfMV92MSIsInhwdl9hc3NldF9pZCI6ODI4NTA5Nzk5NzIzMTE0LCJhc3NldF9hZ2VfZGF5cyI6MCwidmlfdXNlY2FzZV9pZCI6MTAwOTksImR1cmF0aW9uX3MiOjMxLCJ1cmxnZW5fc291cmNlIjoid3d3In0%3D&ccb=17-1&vs=1b5eada46885a6d3&_nc_vs=HBksFQIYUmlnX3hwdl9yZWVsc19wZXJtYW5lbnRfc3JfcHJvZC83QTRDMDhDMUVBNzc5NEMxRUVERjUzNTU2NTk0RThCMl92aWRlb19kYXNoaW5pdC5tcDQVAALIARIAFQIYOnBhc3N0aHJvdWdoX2V2ZXJzdG9yZS9HQnFDY1NLWk9CRmNEYlFFQUxhUDVDWXJTb2RVYnN0VEFRQUYVAgLIARIAKAAYABsCiAd1c2Vfb2lsATEScHJvZ3Jlc3NpdmVfcmVjaXBlATEVAAAm1MHxhM_h-AIVAigCQzMsF0A_Kn752yLRGBJkYXNoX2Jhc2VsaW5lXzFfdjERAHX-B2XmnQEA&_nc_gid=aETaUBj1ZF4IKKGEXkxrJw&_nc_zt=28&oh=00_AfiXWu8y4-1Xa1v6VpCtsGsWb6ToR90MsyaE39-eiO2s1g&oe=690FCB8F",
        "likesCount": 289,
        "videoPlayCount": 2133,
        "igPlayCount": 2133,
        "reshareCount": 17,
        "timestamp": "2025-11-06T13:08:06.000Z",
        "childPosts": [],
        "ownerFullName": "Buddy",
        "ownerUsername": "buddy_thebirdy",
        "ownerId": "41546774605",
        "productType": "clips",
        "videoDuration": 31.166000366210938,
        "isSponsored": true,
        "musicInfo": {
            "artist_name": "Retrospectre",
            "song_name": "The X-Files Theme",
            "uses_original_audio": false,
            "should_mute_audio": false,
            "should_mute_audio_reason": "",
            "audio_id": "138853804759362"
        }
    },
    {
        "inputUrl": "https://www.instagram.com/explore/tags/birdsofinstagram",
        "id": "3760479727136600867",
        "type": "Video",
        "shortCode": "DQv6GNRCPMj",
        "caption": "Not made to last, only to be loved for a little while. \nA small celebration of nature’s short lived beauty ✨️🍂🐦‍⬛\n\nI made another bird feeder 🐦‍⬛ this one more for beauty than for function. It’s made the same way as the others, with branches, but decorated with dried grasses and flowers from the garden. It’s not meant to last, only to be enjoyed in the moment. The flowers can’t handle the rain, so it’s a fleeting little piece of garden art \n\n🍂✨️🌸🐦‍⬛🍁\n\n#gardenliving #gardenideas #hageselskapet #jardin #trädgård #cottagegarden #vogelliebe #gartenvoegel #fuglerihagen #gardenbirds #birdsofinstagram",
        "hashtags": [
            "gardenliving",
            "gardenideas",
            "hageselskapet",
            "jardin",
            "trädgård",
            "cottagegarden",
            "vogelliebe",
            "gartenvoegel",
            "fuglerihagen",
            "gardenbirds",
            "birdsofinstagram"
        ],
        "mentions": [],
        "url": "https://www.instagram.com/p/DQv6GNRCPMj/",
        "commentsCount": 23,
        "firstComment": "",
        "latestComments": [],
        "dimensionsHeight": 1920,
        "dimensionsWidth": 1080,
        "displayUrl": "https://scontent-vie1-1.cdninstagram.com/v/t51.71878-15/575100606_684625948034414_8920331305874784221_n.jpg?stp=dst-jpg_e15_p360x360_tt6&_nc_cat=104&ig_cache_key=Mzc2MDQ3OTcyNzEzNjYwMDg2Nw%3D%3D.3-ccb1-7&ccb=1-7&_nc_sid=58cdad&efg=eyJ2ZW5jb2RlX3RhZyI6InhwaWRzLjY0MHgxMTM2LnNkci5DMyJ9&_nc_ohc=WJvHpprHXMcQ7kNvwH26PcF&_nc_oc=Adluwb3t-6y1TAHIUBrYtqXE9LOW3BWjNNA34KA8YT3qJG5Wx5VSNQYtxvotCZXMxbd7Yz1NDRUuh7_8kH6yLwIE&_nc_ad=z-m&_nc_cid=0&_nc_zt=23&_nc_ht=scontent-vie1-1.cdninstagram.com&_nc_gid=aETaUBj1ZF4IKKGEXkxrJw&oh=00_Afh6MpRhDmNse9qdYrJpQJH-cmiRBdxAIcD2GA8t2kq2Eg&oe=6913A6E6",
        "images": [],
        "videoUrl": "https://scontent-vie1-1.cdninstagram.com/o1/v/t2/f2/m86/AQOsa-Fmvqj5p2zjwjihu-QlUKYXVdN6DzVR6GjX0_Ezyez-8dH3zXqq3ZvI63TsHi6Hmi_gBxdVM1NmhCgBntQrUnLUNzBlfUVrgOo.mp4?_nc_cat=105&_nc_sid=5e9851&_nc_ht=scontent-vie1-1.cdninstagram.com&_nc_ohc=pW_sj8vjygwQ7kNvwEEcbHv&efg=eyJ2ZW5jb2RlX3RhZyI6Inhwdl9wcm9ncmVzc2l2ZS5JTlNUQUdSQU0uQ0xJUFMuQzMuNzIwLmRhc2hfYmFzZWxpbmVfMV92MSIsInhwdl9hc3NldF9pZCI6MTUxNTIxNjEzOTc4NzgzNCwiYXNzZXRfYWdlX2RheXMiOjAsInZpX3VzZWNhc2VfaWQiOjEwMDk5LCJkdXJhdGlvbl9zIjozMCwidXJsZ2VuX3NvdXJjZSI6Ind3dyJ9&ccb=17-1&vs=cf6022aafb0a3dc3&_nc_vs=HBksFQIYUmlnX3hwdl9yZWVsc19wZXJtYW5lbnRfc3JfcHJvZC8zNDQ2ODRDQTEwRjE0N0VFQTU4MjA5RTA3OUVEQTE4N192aWRlb19kYXNoaW5pdC5tcDQVAALIARIAFQIYOnBhc3N0aHJvdWdoX2V2ZXJzdG9yZS9HUEU5ZGlLUTY3RlV0enNFQUEyU0pJUkxMR3NKYnN0VEFRQUYVAgLIARIAKAAYABsCiAd1c2Vfb2lsATEScHJvZ3Jlc3NpdmVfcmVjaXBlATEVAAAm9Pio_JeFsQUVAigCQzMsF0A99T987ZFoGBJkYXNoX2Jhc2VsaW5lXzFfdjERAHX-B2XmnQEA&_nc_gid=aETaUBj1ZF4IKKGEXkxrJw&_nc_zt=28&oh=00_Afh74AhI7-rYCdFLIA1ulgqjGtlr6T251iBlcHf8wqk1UQ&oe=690FAEBE",
        "likesCount": -1,
        "videoPlayCount": 2419,
        "igPlayCount": 2419,
        "timestamp": "2025-11-07T08:39:32.000Z",
        "childPosts": [],
        "locationName": "Kragerø, Norway",
        "locationId": "220006283",
        "ownerFullName": "Therese Nybu",
        "ownerUsername": "theresenybu",
        "ownerId": "241146166",
        "productType": "clips",
        "videoDuration": 30,
        "isSponsored": true,
        "musicInfo": {
            "artist_name": "theresenybu",
            "song_name": "Original audio",
            "uses_original_audio": true,
            "should_mute_audio": false,
            "should_mute_audio_reason": "",
            "audio_id": "3811940442442150"
        }
    },
    {
        "inputUrl": "https://www.instagram.com/explore/tags/birdsofinstagram",
        "id": "3759170156468552994",
        "type": "Video",
        "shortCode": "DQrQVcijsUi",
        "caption": "Beeps! 🐦 \n\n#beeps #chirps #tweets #wings #excited #funnypets #thatface #adorableanimals #cuteanimals #bird #birds #birdsofinstagram #birb #birbs #birbsofinstagram #cockatiel #cockatiels #cockatielsofinstagram #parrot #parrots #parrotsofinstagram #pet #pets #petsofinstagram #animal #animals #animalsofinstagram #cutepets #adorableanimals #petlife #birdlife",
        "hashtags": [
            "beeps",
            "chirps",
            "tweets",
            "wings",
            "excited",
            "funnypets",
            "thatface",
            "adorableanimals",
            "cuteanimals",
            "bird",
            "birds",
            "birdsofinstagram",
            "birb",
            "birbs",
            "birbsofinstagram",
            "cockatiel",
            "cockatiels",
            "cockatielsofinstagram",
            "parrot",
            "parrots",
            "parrotsofinstagram",
            "pet",
            "pets",
            "petsofinstagram",
            "animal",
            "animals",
            "animalsofinstagram",
            "cutepets",
            "petlife",
            "birdlife"
        ],
        "mentions": [],
        "url": "https://www.instagram.com/p/DQrQVcijsUi/",
        "commentsCount": 56,
        "firstComment": "",
        "latestComments": [],
        "dimensionsHeight": 1078,
        "dimensionsWidth": 604,
        "displayUrl": "https://scontent-vie1-1.cdninstagram.com/v/t51.71878-15/573335378_1297966008799364_4874535634893667332_n.jpg?stp=dst-jpegr_e15_p360x360_tt6&_nc_cat=103&ig_cache_key=Mzc1OTE3MDE1NjQ2ODU1Mjk5NDExNjU5NjI2MzIxNDcwMTM%3D.3-ccb1-7&ccb=1-7&_nc_sid=58cdad&efg=eyJ2ZW5jb2RlX3RhZyI6InhwaWRzLjY0MHgxMTM4Lmhkci5DMyJ9&_nc_ohc=x9SS71E7GFIQ7kNvwFecLyP&_nc_oc=AdmedkZ_KPRCDD3ytSTzWIPYYOoveySaNdceBg2yLnCCcsqVrVwQh4I8WaMbwtHN7FIV5WT9USJFAZE8GL1OEOxL&_nc_ad=z-m&_nc_cid=0&_nc_zt=23&se=-1&_nc_ht=scontent-vie1-1.cdninstagram.com&_nc_gid=aETaUBj1ZF4IKKGEXkxrJw&oh=00_Afj9nfn7lpONPNkwdOhOvuNnanQRq3OibqFuKMbQW6k7sA&oe=6913C353",
        "images": [],
        "videoUrl": "https://scontent-vie1-1.cdninstagram.com/o1/v/t2/f2/m86/AQOMz5cIHpH5zacSvbYxI5O4ccDi3CfBEzKJBZVwAIv6RMHSuTjwAeSBY7eqQ-VcCSW4_RT3Q0eZKBbHaJsDDy4MrTz6pyo8HE85wL4.mp4?_nc_cat=110&_nc_sid=5e9851&_nc_ht=scontent-vie1-1.cdninstagram.com&_nc_ohc=Hm89MYM0hg8Q7kNvwH2q-NU&efg=eyJ2ZW5jb2RlX3RhZyI6Inhwdl9wcm9ncmVzc2l2ZS5JTlNUQUdSQU0uQ0xJUFMuQzMuNjA0LmRhc2hfYmFzZWxpbmVfMV92MSIsInhwdl9hc3NldF9pZCI6MTE2NTk2MTA1MjE0NzE3MSwiYXNzZXRfYWdlX2RheXMiOjEsInZpX3VzZWNhc2VfaWQiOjEwMDk5LCJkdXJhdGlvbl9zIjozMywidXJsZ2VuX3NvdXJjZSI6Ind3dyJ9&ccb=17-1&vs=96a4444c88a78551&_nc_vs=HBksFQIYUmlnX3hwdl9yZWVsc19wZXJtYW5lbnRfc3JfcHJvZC9GQzRFRjVGN0Y0OTFDNzk5Njc4RTg5MzIzRkY4OEE4RV92aWRlb19kYXNoaW5pdC5tcDQVAALIARIAFQIYOnBhc3N0aHJvdWdoX2V2ZXJzdG9yZS9HSlZmWHlLb0c0STFIWEFDQU13YVJmV3pIX0oyYnN0VEFRQUYVAgLIARIAKAAYABsCiAd1c2Vfb2lsATEScHJvZ3Jlc3NpdmVfcmVjaXBlATEVAAAmxreu5e6bkgQVAigCQzMsF0BA0QYk3S8bGBJkYXNoX2Jhc2VsaW5lXzFfdjERAHX-B2XmnQEA&_nc_gid=aETaUBj1ZF4IKKGEXkxrJw&_nc_zt=28&oh=00_Afiyib-yiMh8Nx_qjH_d5Up-P0m_hB7fjYAh4_45T273mg&oe=690F9FD7",
        "likesCount": 519,
        "videoPlayCount": 3387,
        "igPlayCount": 3387,
        "reshareCount": 17,
        "timestamp": "2025-11-05T13:09:00.000Z",
        "childPosts": [],
        "ownerFullName": "Buddy",
        "ownerUsername": "buddy_thebirdy",
        "ownerId": "41546774605",
        "productType": "clips",
        "videoDuration": 33.62099838256836,
        "isSponsored": true,
        "musicInfo": {
            "artist_name": "buddy_thebirdy",
            "song_name": "Original audio",
            "uses_original_audio": true,
            "should_mute_audio": false,
            "should_mute_audio_reason": "",
            "audio_id": "1190256319661543"
        }
    }
]

Want to get other data from Instagram?

You can use the other dedicated scrapers below if you want to scrape specific Instagram data:

👤 Instagram Profile Scraper💾 Export Instagram Comments and Posts Tool
#️⃣ Instagram Hashtag Scraper🔢 Instagram Related Hashtag Stats Scraper
🎞️ Instagram Reel Scraper🏷️ Instagram Mentions Scraper
📷 Instagram Post Scraper💬 Instagram Comments Scraper
🔎 Instagram Search Scraper👥 Instagram Followers Count Scraper

For advanced configurations, use the 🔗 Instagram Scraper or 🔗 Instagram API Scraper

❓ FAQ

In the JSON input of the Instagram Hashtag Scraper, what does the stories field refer to?

The stories field actually refers to reels, not Instagram stories. This is just a wrong legacy naming that is now hard to change without breaking users’ integrations. So when you enable stories: true in the input, the scraper will return reels associated with that hashtag, not the temporary 24-hour stories.

If your goal is to collect short-form video content from a hashtag, enable stories: true. But if you're specifically looking for real Instagram stories, this scraper does not currently support Stories due to platform restrictions. Try searching in Store for alternatives.

Are comments included in this Instagram tags extractor?

Yes, this scraper does return the 10 latest comments if the keywords toggle is enabled. If you want all comments from reels or posts, use the 🎞️ Instagram Reel Scraper (for reels) or 📷 Instagram Post Scraper (for posts).

What is the difference between extracting Instagram data by hashtag and by keyword?

The dataset will be slightly different. Scraping by keyword also delivers Facebook likes and plays, as well as the latest comments.

Here's an example of scraping by keyword instead of just hashtag. Compare it with the Output example above ⬆️

[
    {
        "inputUrl": "https://www.instagram.com/explore/search/keyword/?q=birdsofinstagram",
        "id": "3705361560917393682",
        "type": "Video",
        "shortCode": "DNsFrUy3kES",
        "caption": "Golden fields, flying jewels 🌾💜🦜\n.\n.\n.\n.\n.\n#PlumHeadedParakeet #BirdsOfInstagram #BirdsOfIndia #BirdPhotography #WildlifePhotography #KeralaBirds #NatureLovers #RiceFieldViews #PakshiYatra #ParakeetsOfIndia #FeathersAndWings #IncredibleIndia #BirdingInKerala #colorfulbirds \n@natgeo @indianbirdlifeofficial @birdsofindia @keralatourism @wildlifeofplanetearth @shihab_pullara",
        "hashtags": [
            "PlumHeadedParakeet",
            "BirdsOfInstagram",
            "BirdsOfIndia",
            "BirdPhotography",
            "WildlifePhotography",
            "KeralaBirds",
            "NatureLovers",
            "RiceFieldViews",
            "PakshiYatra",
            "ParakeetsOfIndia",
            "FeathersAndWings",
            "IncredibleIndia",
            "BirdingInKerala",
            "colorfulbirds"
        ],
        "mentions": [
            "natgeo",
            "indianbirdlifeofficial",
            "birdsofindia",
            "keralatourism",
            "wildlifeofplanetearth",
            "shihab_pullara"
        ],
        "url": "https://www.instagram.com/p/DNsFrUy3kES/",
        "commentsCount": 3939,
        "firstComment": "🦜🦜🦜❤️❤️❤️❤️❤️🥰🥰🥰😍😍",
        "latestComments": [
            {
                "id": "17954470584013088",
                "text": "🦜🦜🦜❤️❤️❤️❤️❤️🥰🥰🥰😍😍",
                "ownerUsername": "hazrapijus37",
                "ownerProfilePicUrl": "https://scontent-mia5-1.cdninstagram.com/v/t51.2885-19/502703250_18007883828759930_1344334424083734976_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-mia5-1.cdninstagram.com&_nc_cat=102&_nc_oc=Q6cZ2QHaQiUOnlIivXNG-wXEG7lWY5JrLXcgCc533YrqYajIX93FPd98HZsT78zHKCT0F1w&_nc_ohc=7vKstQ4t_gwQ7kNvwEl_m9K&_nc_gid=nuobOoy3wlLb07L-4u6RVw&edm=APs17CUBAAAA&ccb=7-5&oh=00_AfiYIxQoKhl-UkWtyhjv1jQ-zfG3nbhhz07TivCnJxGQgg&oe=691438C3&_nc_sid=10d13b",
                "timestamp": "2025-11-07T20:21:16.000Z",
                "repliesCount": 0,
                "replies": [],
                "likesCount": 0,
                "owner": {
                    "id": "52735135929",
                    "is_verified": false,
                    "profile_pic_url": "https://scontent-mia5-1.cdninstagram.com/v/t51.2885-19/502703250_18007883828759930_1344334424083734976_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-mia5-1.cdninstagram.com&_nc_cat=102&_nc_oc=Q6cZ2QHaQiUOnlIivXNG-wXEG7lWY5JrLXcgCc533YrqYajIX93FPd98HZsT78zHKCT0F1w&_nc_ohc=7vKstQ4t_gwQ7kNvwEl_m9K&_nc_gid=nuobOoy3wlLb07L-4u6RVw&edm=APs17CUBAAAA&ccb=7-5&oh=00_AfiYIxQoKhl-UkWtyhjv1jQ-zfG3nbhhz07TivCnJxGQgg&oe=691438C3&_nc_sid=10d13b",
                    "username": "hazrapijus37"
                }
            },
            {
                "id": "18101133691647813",
                "text": "How to create this type video please reply",
                "ownerUsername": "aicreatervideo123",
                "ownerProfilePicUrl": "https://scontent-mia3-2.cdninstagram.com/v/t51.2885-19/573542629_17842446495613795_7991671557729012210_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby44NTAuYzIifQ&_nc_ht=scontent-mia3-2.cdninstagram.com&_nc_cat=107&_nc_oc=Q6cZ2QHaQiUOnlIivXNG-wXEG7lWY5JrLXcgCc533YrqYajIX93FPd98HZsT78zHKCT0F1w&_nc_ohc=F0QERTsL3c8Q7kNvwHFZDJT&_nc_gid=nuobOoy3wlLb07L-4u6RVw&edm=APs17CUBAAAA&ccb=7-5&oh=00_AfgAF4WcQ-1j2-teYQzLOudZtW7PtkwMvNTW47G-_7icXg&oe=69144AA6&_nc_sid=10d13b",
                "timestamp": "2025-11-07T17:42:55.000Z",
                "repliesCount": 0,
                "replies": [],
                "likesCount": 0,
                "owner": {
                    "id": "78269005794",
                    "is_verified": false,
                    "profile_pic_url": "https://scontent-mia3-2.cdninstagram.com/v/t51.2885-19/573542629_17842446495613795_7991671557729012210_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby44NTAuYzIifQ&_nc_ht=scontent-mia3-2.cdninstagram.com&_nc_cat=107&_nc_oc=Q6cZ2QHaQiUOnlIivXNG-wXEG7lWY5JrLXcgCc533YrqYajIX93FPd98HZsT78zHKCT0F1w&_nc_ohc=F0QERTsL3c8Q7kNvwHFZDJT&_nc_gid=nuobOoy3wlLb07L-4u6RVw&edm=APs17CUBAAAA&ccb=7-5&oh=00_AfgAF4WcQ-1j2-teYQzLOudZtW7PtkwMvNTW47G-_7icXg&oe=69144AA6&_nc_sid=10d13b",
                    "username": "aicreatervideo123"
                }
            },
            {
                "id": "17909469042255177",
                "text": "🦜🦜",
                "ownerUsername": "aicreatervideo123",
                "ownerProfilePicUrl": "https://scontent-mia3-2.cdninstagram.com/v/t51.2885-19/573542629_17842446495613795_7991671557729012210_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby44NTAuYzIifQ&_nc_ht=scontent-mia3-2.cdninstagram.com&_nc_cat=107&_nc_oc=Q6cZ2QHaQiUOnlIivXNG-wXEG7lWY5JrLXcgCc533YrqYajIX93FPd98HZsT78zHKCT0F1w&_nc_ohc=F0QERTsL3c8Q7kNvwHFZDJT&_nc_gid=nuobOoy3wlLb07L-4u6RVw&edm=APs17CUBAAAA&ccb=7-5&oh=00_AfgAF4WcQ-1j2-teYQzLOudZtW7PtkwMvNTW47G-_7icXg&oe=69144AA6&_nc_sid=10d13b",
                "timestamp": "2025-11-07T17:42:06.000Z",
                "repliesCount": 0,
                "replies": [],
                "likesCount": 0,
                "owner": {
                    "id": "78269005794",
                    "is_verified": false,
                    "profile_pic_url": "https://scontent-mia3-2.cdninstagram.com/v/t51.2885-19/573542629_17842446495613795_7991671557729012210_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby44NTAuYzIifQ&_nc_ht=scontent-mia3-2.cdninstagram.com&_nc_cat=107&_nc_oc=Q6cZ2QHaQiUOnlIivXNG-wXEG7lWY5JrLXcgCc533YrqYajIX93FPd98HZsT78zHKCT0F1w&_nc_ohc=F0QERTsL3c8Q7kNvwHFZDJT&_nc_gid=nuobOoy3wlLb07L-4u6RVw&edm=APs17CUBAAAA&ccb=7-5&oh=00_AfgAF4WcQ-1j2-teYQzLOudZtW7PtkwMvNTW47G-_7icXg&oe=69144AA6&_nc_sid=10d13b",
                    "username": "aicreatervideo123"
                }
            },
            {
                "id": "17865236313490540",
                "text": "Wow nature is so beautiful❤️❤️❤️🦜🦜🦜",
                "ownerUsername": "kaushalsasi99",
                "ownerProfilePicUrl": "https://scontent-mia3-2.cdninstagram.com/v/t51.2885-19/382619313_833516374932905_5871476465203914834_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4zMjAuYzIifQ&_nc_ht=scontent-mia3-2.cdninstagram.com&_nc_cat=105&_nc_oc=Q6cZ2QHaQiUOnlIivXNG-wXEG7lWY5JrLXcgCc533YrqYajIX93FPd98HZsT78zHKCT0F1w&_nc_ohc=zpwjD4Cn2XEQ7kNvwEr1PUA&_nc_gid=nuobOoy3wlLb07L-4u6RVw&edm=APs17CUBAAAA&ccb=7-5&oh=00_Afj6D1LQChc5Dau982SPPxR7mdK4q5gPyrET9PD5HTVxeQ&oe=69144603&_nc_sid=10d13b",
                "timestamp": "2025-11-07T17:24:26.000Z",
                "repliesCount": 1,
                "replies": [
                    {
                        "id": "17986732778872261",
                        "text": "@kaushalsasi99 thank you ❤",
                        "ownerUsername": "shihab_pullara",
                        "ownerProfilePicUrl": "https://scontent-mia3-2.cdninstagram.com/v/t51.2885-19/491416661_1222290912922217_1620455767938242661_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-mia3-2.cdninstagram.com&_nc_cat=105&_nc_oc=Q6cZ2QHaQiUOnlIivXNG-wXEG7lWY5JrLXcgCc533YrqYajIX93FPd98HZsT78zHKCT0F1w&_nc_ohc=0BUIZML3ojkQ7kNvwF6BZVj&_nc_gid=nuobOoy3wlLb07L-4u6RVw&edm=APs17CUBAAAA&ccb=7-5&oh=00_AfiKfpP79be3P8_pYOpEwrPwbgia1fRAeYoAETPsovqY6g&oe=69143A15&_nc_sid=10d13b",
                        "timestamp": "2025-11-07T17:26:15.000Z",
                        "repliesCount": 0,
                        "replies": [],
                        "likesCount": 0,
                        "owner": {
                            "id": "3154717106",
                            "is_verified": false,
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                        "text": "@sonatansoren701 thank you ❤",
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I want to extract hashtags from Instagram reel. Which scraper should I use?

Use the 🎞️ Instagram Reel Scraper. It extracts full metadata from reels, including captions, hashtags, audio info, engagement metrics, and video URLs.

I want to extract hashtags from Instagram post. Which scraper should I use?

Use the 📷 Instagram Post Scraper. It extracts the caption text and automatically pulls out all hashtags used in the post.

Can I scrape both posts and reels at the same time?

Not with this scraper — it handles one content type at a time. If you need both posts and reels together, use discovery scrapers such as 🔎 Instagram Search Scraper or 🔗 Instagram Related Hashtag Scraper, which return mixed content results under a hashtag.

Why is there a -1 on likesCount value on some Instagram reels?

When a user chooses to hide the like count on their reel, Instagram doesn’t display this data publicly. In those cases, the scraper returns -1 for likesCount which indicates that the information isn’t publicly available.

This scraper only collects public data available on Instagram. It does not access private accounts or private content. However, some public data may still qualify as personal data under laws like the GDPR. Make sure you have a legitimate purpose for processing it. For more guidance, see our article: Is web scraping legal?

Can I integrate Instagram tag data with other tools?

Yes. You can send the scraped data to almost any app or workflow system. Apify integrates with Zapier, Make, n8n, Slack, Airbyte, Google Sheets, Google Drive, and many others.

You can also use webhooks to trigger actions automatically when a run finishes.

Can I use the Instagram Hashtag scraping data via API?

Yes. You can run it programmatically, pull datasets, and manage tasks using the Apify API.

See full reference docs in the Apify API docs.

Can I use Instagram Hashtag Scraper with an MCP server?

Yes. You can connect to an MCP server using clients like ClaudeDesktop or LibreChat, or build your own integration. For Instagram Reel Scraper:

  1. Start a Server-Sent Events (SSE) session to receive a sessionId.
  2. Send API messages using that sessionId to trigger the scraper.
  3. The message starts the Instagram Reel Scraper with the provided input.
  4. The response should be: Accepted.

Learn more in MCP setup guide.

Instagram Hashtag Scraper not working?

We continuously update and improve scraper reliability. If you notice bugs or changes in Instagram’s structure, please report them on the Actor’s Issues tab so we can fix them quickly.

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Instagram Related Hashtag Stats Scraper

apify/instagram-hashtag-stats

Extract detailed Instagram hashtag statistics fast. Get total post count, posts per day, top and latest posts, related hashtags (literal and semantic), and their usage frequency. Export scraped stats, run the scraper via API, schedule and monitor runs or integrate with other tools.

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Instagram Scraper

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Instagram Topic Scraper

apify/instagram-topic-scraper

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Scrape TikTok hashtag data. Just add one or more hashtags and extract TikTok videos with that hashtag: URLs, likes, country of creation, video and music metadata, TikTok creator data. Export scraped data, run the scraper via API, schedule and monitor runs or integrate with other tools.

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Effortlessly scrape Instagram hashtag data, including top posts and engagement metrics. Perfect for marketers, researchers, and data analysts looking to gain insights from Instagram trends and content performance. 📊

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Instagram Hashtag Scraper

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This scraper extracts users from Instagram based on a hashtag. Just enter a hashtag and set the number of usernames you need. It collects user details like usernames, IDs, and captions, making it perfect for social media analysis and research. 🚀

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Instagram Hashtag Scraper Pro ✅ No cookies ✅

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Instagram Hashtag Scraper API: Automatically extract public Instagram posts by hashtag. Perfect for trend analysis, campaign monitoring, and real-time content collection.

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apidojo/instagram-hashtag-scraper

Best posts & reels hashtag scraper! $0.016 / hashtag gets you 60 items FREE, then $0.0004 / additional item. No authentication, no proxy needed. Perfect for content research and social media intelligence! ⚡

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scraping_solutions/instagram-hashtag-scraper

Instagram Hashtag Scraper API: Automatically extract public Instagram posts by hashtag. Perfect for trend analysis, campaign monitoring, and real-time content collection.

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